Predictive value of machine learning for PD-L1 expression in NSCLC: a systematic review and meta-analysis

Abstract Background As machine learning (ML) continuously develops in cancer diagnosis and treatment, some researchers have attempted to predict the expression of programmed death ligand-1 (PD-L1) in non-small cell lung cancer (NSCLC) by ML. However, there is a lack of systematic evidence on the eff...

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Bibliographic Details
Main Authors: Ting Zheng, Xingxing Li, Li Zhou, Jianjiang Jin
Format: Article
Language:English
Published: BMC 2025-05-01
Series:World Journal of Surgical Oncology
Subjects:
Online Access:https://doi.org/10.1186/s12957-025-03847-6
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